Support streaming conformer CTC models from wenet (#427)
This commit is contained in:
42
sherpa-onnx/csrc/online-ctc-decoder.h
Normal file
42
sherpa-onnx/csrc/online-ctc-decoder.h
Normal file
@@ -0,0 +1,42 @@
|
||||
// sherpa-onnx/csrc/online-ctc-decoder.h
|
||||
//
|
||||
// Copyright (c) 2023 Xiaomi Corporation
|
||||
|
||||
#ifndef SHERPA_ONNX_CSRC_ONLINE_CTC_DECODER_H_
|
||||
#define SHERPA_ONNX_CSRC_ONLINE_CTC_DECODER_H_
|
||||
|
||||
#include <vector>
|
||||
|
||||
#include "onnxruntime_cxx_api.h" // NOLINT
|
||||
|
||||
namespace sherpa_onnx {
|
||||
|
||||
struct OnlineCtcDecoderResult {
|
||||
/// The decoded token IDs
|
||||
std::vector<int64_t> tokens;
|
||||
|
||||
/// timestamps[i] contains the output frame index where tokens[i] is decoded.
|
||||
/// Note: The index is after subsampling
|
||||
std::vector<int32_t> timestamps;
|
||||
|
||||
int32_t num_trailing_blanks = 0;
|
||||
};
|
||||
|
||||
class OnlineCtcDecoder {
|
||||
public:
|
||||
virtual ~OnlineCtcDecoder() = default;
|
||||
|
||||
/** Run streaming CTC decoding given the output from the encoder model.
|
||||
*
|
||||
* @param log_probs A 3-D tensor of shape (N, T, vocab_size) containing
|
||||
* lob_probs.
|
||||
*
|
||||
* @param results Input & Output parameters..
|
||||
*/
|
||||
virtual void Decode(Ort::Value log_probs,
|
||||
std::vector<OnlineCtcDecoderResult> *results) = 0;
|
||||
};
|
||||
|
||||
} // namespace sherpa_onnx
|
||||
|
||||
#endif // SHERPA_ONNX_CSRC_ONLINE_CTC_DECODER_H_
|
||||
Reference in New Issue
Block a user